{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 备注\n",
    "> 1. 城市：'全国'、 '北京、 '上海'、 '天津'、 '重庆'、 '广州'、'深圳'、 '苏州'、 '南京'、 '杭州'、 '大连'、'成都'、 '武汉'、 '西安'\n",
    "> 2. 关键词：不限制\n",
    "> 3. 工作经验：'应届生'、 '实习生'、 '1年以内'、 '1-3年'、'3-5年'、 '5-10年'、'10年以上'\n",
    "> 4. 公司规模：1-49人、50-99人、100-499人、500-999人、1000-2000人、2000-5000人、5000-10000人、10000人以上"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "这是第1页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第2页，接下来将先等待8秒...然后以继续抓取\n",
      "这是第3页，接下来将先等待9秒...然后以继续抓取\n",
      "这是第4页，接下来将先等待3秒...然后以继续抓取\n",
      "这是第5页，接下来将先等待10秒...然后以继续抓取\n",
      "这是第6页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第7页，接下来将先等待5秒...然后以继续抓取\n",
      "这是第8页，接下来将先等待7秒...然后以继续抓取\n",
      "这是第9页，接下来将先等待10秒...然后以继续抓取\n",
      "这是第10页，接下来将先等待9秒...然后以继续抓取\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataParams</th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.advViewFlag</th>\n",
       "      <th>...</th>\n",
       "      <th>job.h5OuterLink</th>\n",
       "      <th>job.link</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>comp.compStage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>{\"userId\":\"a524117aee3bc7d89e3abdca7b965db5\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>达科信息科技(北京)</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>3456765</td>\n",
       "      <td>5da18bc80c1585184592366803u.jpg</td>\n",
       "      <td>IT服务</td>\n",
       "      <td>https://www.liepin.com/company/3456765/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962575813.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>c603ffa8134fe821c11b56b08ecdb770</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>张女士</td>\n",
       "      <td>人力资源主管</td>\n",
       "      <td>a524117aee3bc7d89e3abdca7b965db5</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>{\"userId\":\"7275dba472dc801494d0ee39cf4b37ae\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>达科信息科技(北京)</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>3456765</td>\n",
       "      <td>5da18bc80c1585184592366803u.jpg</td>\n",
       "      <td>IT服务</td>\n",
       "      <td>https://www.liepin.com/company/3456765/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1961427111.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>3a05cdd8cdf8c685dccb8f658aa180de</td>\n",
       "      <td>2</td>\n",
       "      <td>61d7f0a3c3f5b4644a4e41a705u.png</td>\n",
       "      <td>任女士</td>\n",
       "      <td></td>\n",
       "      <td>7275dba472dc801494d0ee39cf4b37ae</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>{\"userId\":\"cb8bc69c2bf4ac9da06f9c7859441594\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>北京通证思维科技有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>13233893</td>\n",
       "      <td>61a160cf1bd4fb704eb2167304u.jpg</td>\n",
       "      <td>区块链</td>\n",
       "      <td>https://www.liepin.com/company/13233893/</td>\n",
       "      <td>[web端产品]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1950264081.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>491946be06d207c322ae6ca7fd787aa4</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>荣女士</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>cb8bc69c2bf4ac9da06f9c7859441594</td>\n",
       "      <td>天使轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>{\"userId\":\"efd682ffb2d75c5f7925fbb0185fb9fb\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>梅赛德斯-奔驰</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>8494044</td>\n",
       "      <td>643fbaa143179d0688cc8dc104u.png</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1955239349.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>945255696d7beb2c1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>袁女士</td>\n",
       "      <td>HR Recruiting and Marketing</td>\n",
       "      <td>efd682ffb2d75c5f7925fbb0185fb9fb</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>{\"userId\":\"c52ed81efab731495fe283829b844b6f\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>北京抖音信息服务有限公司</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>9352611</td>\n",
       "      <td>59fa8a1d70323b4a8499a2c705a.jpg</td>\n",
       "      <td>在线社交/媒体</td>\n",
       "      <td>https://www.liepin.com/company/9352611/</td>\n",
       "      <td>[需求分析, 商业智能, bi]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1925969223.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>66c8dc079a4ee2424036597854bcf58c</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>李女士</td>\n",
       "      <td>数据产品经理</td>\n",
       "      <td>c52ed81efab731495fe283829b844b6f</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"b17bfa01856f49764a7a04e...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...</td>\n",
       "      <td>北京诚悦晟达商贸有限公司</td>\n",
       "      <td></td>\n",
       "      <td>10244609</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>批发/零售</td>\n",
       "      <td>https://www.liepin.com/company/10244609/</td>\n",
       "      <td>[活动运营, 渠道运营, 电商产品运营, b端产品运营]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1924524951.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>b17bfa01856f49764a7a04e7d95591ea</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>陈先生</td>\n",
       "      <td>运营</td>\n",
       "      <td>a28f239601d947e70a6f2381a2f5e52f</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"95fbba22c26d91a510eee5f...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...</td>\n",
       "      <td>北京长亭未来科技有限公司</td>\n",
       "      <td></td>\n",
       "      <td>12151165</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>批发/零售</td>\n",
       "      <td>https://www.liepin.com/company/12151165/</td>\n",
       "      <td>[python, shell, 项目管理, 漏洞扫描]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1936479543.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>95fbba22c26d91a510eee5f74aeb3ab8</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>罗女士</td>\n",
       "      <td>技术支持</td>\n",
       "      <td>691b5be577fcdeda0e048098cc3d7998</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"20f667d9107a5ed056b7c76...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...</td>\n",
       "      <td>一汽(北京)软件科技有限公司</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>12386523</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>人工智能</td>\n",
       "      <td>https://www.liepin.com/company/12386523/</td>\n",
       "      <td>[社群运营, 数据分析, to C, 线上运营, 汽车行业]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1948684687.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>20f667d9107a5ed056b7c760893b3b57</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>李先生</td>\n",
       "      <td>资深产品经理</td>\n",
       "      <td>ce78e80fdb6c69d7705a28ff8d7d2a95</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"52b23f72bbe03c7f8fa263e...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...</td>\n",
       "      <td>卫材(中国)药业有限公司上海分公司</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>9298343</td>\n",
       "      <td>599bc64770322d9bd8735d0c04a.jpg</td>\n",
       "      <td>制药</td>\n",
       "      <td>https://www.liepin.com/company/9298343/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962278129.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>52b23f72bbe03c7f8fa263ed17de85b1</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>彭女士</td>\n",
       "      <td>人才招募官</td>\n",
       "      <td>987e733ceb485ca756f579b400b823c7</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"7c93bf4594865c10e030375...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...</td>\n",
       "      <td>奥迪(中国)企业管理有限公司</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>8727773</td>\n",
       "      <td>5bfea54f74719d2aa34cdfd503a.png</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>https://www.liepin.com/company/8727773/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1961730263.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>7c93bf4594865c10e030375514342674</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>赵女士</td>\n",
       "      <td>HR Recruitment Management</td>\n",
       "      <td>56d8272d6159a3135c0284902fc0fb73</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>400 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           dataParams  \\\n",
       "0   {\"userId\":\"a524117aee3bc7d89e3abdca7b965db5\",\"...   \n",
       "1   {\"userId\":\"7275dba472dc801494d0ee39cf4b37ae\",\"...   \n",
       "2   {\"userId\":\"cb8bc69c2bf4ac9da06f9c7859441594\",\"...   \n",
       "3   {\"userId\":\"efd682ffb2d75c5f7925fbb0185fb9fb\",\"...   \n",
       "4   {\"userId\":\"c52ed81efab731495fe283829b844b6f\",\"...   \n",
       "..                                                ...   \n",
       "35  {\"jobKind\":\"2\",\"imId\":\"b17bfa01856f49764a7a04e...   \n",
       "36  {\"jobKind\":\"2\",\"imId\":\"95fbba22c26d91a510eee5f...   \n",
       "37  {\"jobKind\":\"2\",\"imId\":\"20f667d9107a5ed056b7c76...   \n",
       "38  {\"jobKind\":\"2\",\"imId\":\"52b23f72bbe03c7f8fa263e...   \n",
       "39  {\"jobKind\":\"2\",\"imId\":\"7c93bf4594865c10e030375...   \n",
       "\n",
       "                                             dataInfo      comp.compName  \\\n",
       "0   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...         达科信息科技(北京)   \n",
       "1   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...         达科信息科技(北京)   \n",
       "2   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...       北京通证思维科技有限公司   \n",
       "3   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...            梅赛德斯-奔驰   \n",
       "4   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...       北京抖音信息服务有限公司   \n",
       "..                                                ...                ...   \n",
       "35  %7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...       北京诚悦晟达商贸有限公司   \n",
       "36  %7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...       北京长亭未来科技有限公司   \n",
       "37  %7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...     一汽(北京)软件科技有限公司   \n",
       "38  %7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...  卫材(中国)药业有限公司上海分公司   \n",
       "39  %7B%22jobKind%22%3A%222%22%2C%22d_curPage%22%3...     奥迪(中国)企业管理有限公司   \n",
       "\n",
       "   comp.compScale  comp.compId                    comp.compLogo  \\\n",
       "0        100-499人      3456765  5da18bc80c1585184592366803u.jpg   \n",
       "1        100-499人      3456765  5da18bc80c1585184592366803u.jpg   \n",
       "2           1-49人     13233893  61a160cf1bd4fb704eb2167304u.jpg   \n",
       "3        10000人以上      8494044  643fbaa143179d0688cc8dc104u.png   \n",
       "4        10000人以上      9352611  59fa8a1d70323b4a8499a2c705a.jpg   \n",
       "..            ...          ...                              ...   \n",
       "35                    10244609  61b07937d0458d53c627567e02u.jpg   \n",
       "36                    12151165  61b07937d0458d53c627567e02u.jpg   \n",
       "37       100-499人     12386523  61b07937d0458d53c627567e02u.jpg   \n",
       "38     1000-2000人      9298343  599bc64770322d9bd8735d0c04a.jpg   \n",
       "39       500-999人      8727773  5bfea54f74719d2aa34cdfd503a.png   \n",
       "\n",
       "   comp.compIndustry                                 comp.link  \\\n",
       "0               IT服务   https://www.liepin.com/company/3456765/   \n",
       "1               IT服务   https://www.liepin.com/company/3456765/   \n",
       "2                区块链  https://www.liepin.com/company/13233893/   \n",
       "3               整车制造   https://www.liepin.com/company/8494044/   \n",
       "4            在线社交/媒体   https://www.liepin.com/company/9352611/   \n",
       "..               ...                                       ...   \n",
       "35             批发/零售  https://www.liepin.com/company/10244609/   \n",
       "36             批发/零售  https://www.liepin.com/company/12151165/   \n",
       "37              人工智能  https://www.liepin.com/company/12386523/   \n",
       "38                制药   https://www.liepin.com/company/9298343/   \n",
       "39              整车制造   https://www.liepin.com/company/8727773/   \n",
       "\n",
       "                        job.labels  job.advViewFlag  ... job.h5OuterLink  \\\n",
       "0                               []            False  ...                   \n",
       "1                               []            False  ...                   \n",
       "2                         [web端产品]            False  ...                   \n",
       "3                               []            False  ...                   \n",
       "4                 [需求分析, 商业智能, bi]            False  ...                   \n",
       "..                             ...              ...  ...             ...   \n",
       "35    [活动运营, 渠道运营, 电商产品运营, b端产品运营]            False  ...                   \n",
       "36     [python, shell, 项目管理, 漏洞扫描]            False  ...                   \n",
       "37  [社群运营, 数据分析, to C, 线上运营, 汽车行业]            False  ...                   \n",
       "38                              []            False  ...                   \n",
       "39                              []            False  ...                   \n",
       "\n",
       "                                       job.link recruiter.chatted  \\\n",
       "0   https://www.liepin.com/job/1962575813.shtml             False   \n",
       "1   https://www.liepin.com/job/1961427111.shtml             False   \n",
       "2   https://www.liepin.com/job/1950264081.shtml             False   \n",
       "3   https://www.liepin.com/job/1955239349.shtml             False   \n",
       "4   https://www.liepin.com/job/1925969223.shtml             False   \n",
       "..                                          ...               ...   \n",
       "35  https://www.liepin.com/job/1924524951.shtml             False   \n",
       "36  https://www.liepin.com/job/1936479543.shtml             False   \n",
       "37  https://www.liepin.com/job/1948684687.shtml             False   \n",
       "38  https://www.liepin.com/job/1962278129.shtml             False   \n",
       "39  https://www.liepin.com/job/1961730263.shtml             False   \n",
       "\n",
       "                      recruiter.imId  recruiter.imUserType  \\\n",
       "0   c603ffa8134fe821c11b56b08ecdb770                     2   \n",
       "1   3a05cdd8cdf8c685dccb8f658aa180de                     2   \n",
       "2   491946be06d207c322ae6ca7fd787aa4                     2   \n",
       "3   945255696d7beb2c1118e52d65fb8ab7                     2   \n",
       "4   66c8dc079a4ee2424036597854bcf58c                     2   \n",
       "..                               ...                   ...   \n",
       "35  b17bfa01856f49764a7a04e7d95591ea                     2   \n",
       "36  95fbba22c26d91a510eee5f74aeb3ab8                     2   \n",
       "37  20f667d9107a5ed056b7c760893b3b57                     2   \n",
       "38  52b23f72bbe03c7f8fa263ed17de85b1                     2   \n",
       "39  7c93bf4594865c10e030375514342674                     2   \n",
       "\n",
       "           recruiter.recruiterPhoto recruiter.recruiterName  \\\n",
       "0   5f8f9866dfb13a7dee342f1808u.jpg                     张女士   \n",
       "1   61d7f0a3c3f5b4644a4e41a705u.png                     任女士   \n",
       "2   5f8f98648dbe6273dcf8515508u.jpg                     荣女士   \n",
       "3   5f8f98648dbe6273dcf8515508u.jpg                     袁女士   \n",
       "4   5f8f9865ea60860b75384fa508u.jpg                     李女士   \n",
       "..                              ...                     ...   \n",
       "35  5f8f98698dbe6273dcf8516008u.jpg                     陈先生   \n",
       "36  5f8f986779c7cc70efbf36c008u.jpg                     罗女士   \n",
       "37  5f8f986c79c7cc70efbf36c808u.jpg                     李先生   \n",
       "38  5f8f98648dbe6273dcf8515508u.jpg                     彭女士   \n",
       "39  5f8f9866dfb13a7dee342f1808u.jpg                     赵女士   \n",
       "\n",
       "       recruiter.recruiterTitle             recruiter.recruiterId  \\\n",
       "0                        人力资源主管  a524117aee3bc7d89e3abdca7b965db5   \n",
       "1                                7275dba472dc801494d0ee39cf4b37ae   \n",
       "2                        人力资源专员  cb8bc69c2bf4ac9da06f9c7859441594   \n",
       "3   HR Recruiting and Marketing  efd682ffb2d75c5f7925fbb0185fb9fb   \n",
       "4                        数据产品经理  c52ed81efab731495fe283829b844b6f   \n",
       "..                          ...                               ...   \n",
       "35                           运营  a28f239601d947e70a6f2381a2f5e52f   \n",
       "36                         技术支持  691b5be577fcdeda0e048098cc3d7998   \n",
       "37                       资深产品经理  ce78e80fdb6c69d7705a28ff8d7d2a95   \n",
       "38                        人才招募官  987e733ceb485ca756f579b400b823c7   \n",
       "39    HR Recruitment Management  56d8272d6159a3135c0284902fc0fb73   \n",
       "\n",
       "   comp.compStage  \n",
       "0             NaN  \n",
       "1             NaN  \n",
       "2             天使轮  \n",
       "3             NaN  \n",
       "4              D轮  \n",
       "..            ...  \n",
       "35            NaN  \n",
       "36            NaN  \n",
       "37            NaN  \n",
       "38            NaN  \n",
       "39            NaN  \n",
       "\n",
       "[400 rows x 31 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import crawl_liepin\n",
    "\n",
    "crawl_liepin.crawl(城市=\"北京\",关键词=\"产品经理\",工作经验='应届生')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (882636820.py, line 1)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  Input \u001b[1;32mIn [2]\u001b[1;36m\u001b[0m\n\u001b[1;33m    > 1. cookies实现登录，获取完整数据\u001b[0m\n\u001b[1;37m    ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "> 1. cookies实现登录，获取完整数据\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 建立登录cookies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "cookie =\"inited_user=b2e8d9b444db947ff1d6e508a4eabb21; imClientId=bdd7042bddfede3fa12bac537377bfad; imId=bdd7042bddfede3f3e4f5f0f695234e5; imClientId_0=bdd7042bddfede3fa12bac537377bfad; imId_0=bdd7042bddfede3f3e4f5f0f695234e5; __uuid=1688437684757.69; __gc_id=3c8d8756a96b4bb9835aca4fc36f672d; need_bind_tel=false; new_user=false; c_flag=27079ec7153d898c60c1de3825710c9e; _ga=GA1.1.2003933034.1688437755; __tlog=1698836964621.04%7C00000000%7C00000000%7Cs_00_003%7Cs_00_003; XSRF-TOKEN=0FKnngSDRpWHW-QBjlyjzA; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1697025945,1698836972; acw_tc=276077e016988369705298641e3c6f156cd7cab852c7d2cfad3a738e1df1b9; UniqueKey=5c2b221c3cc6c043a9dba665e9526a14; liepin_login_valid=0; lt_auth=vboPMicBxlX%2FsXfQj2JcsPtL3NOvVj3LpnUNjRsDhtfoWvbk4P%2FmQAmPr7gH%2FioIqxN2caozMLb3PeD9wXdC60sW%2BVGnlZ6utf6k1X8eTeBiHuyflMXuqsjQQ5wtrXo6ykpgn2si0HU%3D; user_roles=0; user_photo=5f8fa3b979c7cc70efbf445908u.png; user_name=%E6%B8%A9%E6%AC%A3%E6%AC%A3; access_system=C; inited_user=b2e8d9b444db947ff1d6e508a4eabb21; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1698838484; imApp_0=1; __session_seq=6; __uv_seq=6; __tlg_event_seq=122; fe_im_socketSequence_new_0=1_1_1; fe_im_opened_pages=; fe_im_connectJson_0=%7B%220_5c2b221c3cc6c043a9dba665e9526a14%22%3A%7B%22socketConnect%22%3A%222%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; _ga_54YTJKWN86=GS1.1.1698836971.21.1.1698838579.0.0.0\"\n",
    "cookie"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import crawl_liepin\n",
    "crawl_liepin.crawl(城市=\"北京\",关键词=\"产品经理\",工作经验='应届生')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "> 2. 数据分析.可视化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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